INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on
Mobile Devices

INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices

28 October 2020

Chengyu Wang

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Papers citing "INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices"

16 / 16 papers shown

Title
EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition Chengyu Wang Mengli Cheng Xu Hu Jun Huang VLM 21 6 0 14 Sep 2020
SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition Zhifu Gao Shiliang Zhang Ming Lei Ian Mcloughlin 54 35 0 21 May 2020
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units Guangli Li Lei Liu Xueying Wang Xiu Ma Xiaobing Feng MQ 39 18 0 19 Mar 2020
MNN: A Universal and Efficient Inference Engine Xiaotang Jiang Huan Wang Yiliu Chen Ziqi Wu Lichuan Wang ... Zongyang Cui Yuezhi Cai Tianhang Yu Chengfei Lv Zhihua Wu 81 154 0 27 Feb 2020
Searching for Winograd-aware Quantized Networks Javier Fernandez-Marques P. Whatmough Andrew Mundy Matthew Mattina MQ 54 40 0 25 Feb 2020
Data-Free Quantization Through Weight Equalization and Bias Correction Markus Nagel M. V. Baalen Tijmen Blankevoort Max Welling MQ 75 513 0 11 Jun 2019
Learned Step Size Quantization S. K. Esser J. McKinstry Deepika Bablani R. Appuswamy D. Modha MQ 75 806 0 21 Feb 2019
Deep Learning Towards Mobile Applications Ji Wang Bokai Cao Philip S. Yu Lichao Sun Weidong Bao Xiaomin Zhu HAI 59 99 0 10 Sep 2018
Quantizing deep convolutional networks for efficient inference: A whitepaper Raghuraman Krishnamoorthi MQ 141 1,016 0 21 Jun 2018
PACT: Parameterized Clipping Activation for Quantized Neural Networks Jungwook Choi Zhuo Wang Swagath Venkataramani P. Chuang Vijayalakshmi Srinivasan K. Gopalakrishnan MQ 65 953 0 16 May 2018
Deep-FSMN for Large Vocabulary Continuous Speech Recognition Shiliang Zhang Ming Lei Zhijie Yan Lirong Dai 75 109 0 04 Mar 2018
AISHELL-1: An Open-Source Mandarin Speech Corpus and A Speech Recognition Baseline Hui Bu Jiayu Du Xingyu Na Bengu Wu Hao Zheng CVBM 64 841 0 16 Sep 2017
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 64 283 0 11 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Fast Algorithms for Convolutional Neural Networks Andrew Lavin Scott Gray 72 878 0 30 Sep 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 560 27,311 0 01 Sep 2014